In this episode, FCIA Ling Guo offers her insights on how AI has started to impact actuarial work and where it can go from here.
Riding the AI Wave in Actuarial Work
Bridging the gap: constructing mortality tables using data science
By Mayur Shah, FCIA For life insurance and reinsurance companies, mortality tables are foundational in the pricing and valuation of products. Actuaries have historically relied on traditional methods to build these tables, using data points such as gender, smoking status, age and duration. However, as data science techniques have advanced, there is a significant opportunity to re-imagine the task...
Harnessing AI and how actuaries can use it to thrive
This follow-up article explores practical ways that actuaries can actively engage with AI.
Surfing the swell of artificial intelligence
In early April, some 50+ actuaries from 17 countries gathered for the two-day IAA AI Summit in Singapore to discuss the rise of artificial intelligence (AI) and its impact on the actuarial profession.
Simplicity, interpretability and effective variable selection with LASSO regression
In recent years, the fields of machine learning, deep learning and advanced analytics have revolutionized various domains, including mortality modelling. These cutting-edge technologies offer tangible benefits by enhancing the accuracy, interpretability and efficiency of predictive models.
